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Microsoft DP-100 Exam - Topic 4 Question 45 Discussion

Actual exam question for Microsoft's DP-100 exam
Question #: 45
Topic #: 4
[All DP-100 Questions]

You create a binary classification model. The model is registered in an Azure Machine Learning workspace. You use the Azure Machine Learning Fairness SDK to assess the model fairness.

You develop a training script for the model on a local machine.

You need to load the model fairness metrics into Azure Machine Learning studio.

What should you do?

Show Suggested Answer Hide Answer
Suggested Answer: C

import azureml.contrib.fairness package to perform the upload:

from azureml.contrib.fairness import upload_dashboard_dictionary, download_dashboard_by_upload_id


https://docs.microsoft.com/en-us/azure/machine-learning/how-to-machine-learning-fairness-aml

by Oretha at May 07, 2022, 08:21 AM

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Tora
4 months ago
Just to clarify, does C work for all fairness metrics?
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Sylvie
4 months ago
I think D is a distraction, we need to focus on the metrics upload.
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Timothy
4 months ago
Wait, can you really upload metrics like that? Sounds too easy.
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Hana
5 months ago
Totally agree, C is the way to go!
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Elvis
5 months ago
Gotta use the upload_dashboard_dictionary function for metrics!
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Nickolas
5 months ago
I don’t think uploading the training script is the right answer here. We need to focus on the fairness metrics specifically.
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Lashaunda
5 months ago
I’m not entirely sure, but I remember something about downloading dashboards. Could it be the download_dashboard_by_upload_id?
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Kanisha
5 months ago
I feel like we practiced something similar where we had to implement a function to upload metrics. Was it the upload_dashboard_dictionary?
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Pamella
5 months ago
I think we need to upload the fairness metrics, but I can't remember the exact function name.
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Stephaine
5 months ago
Replay attack, huh? That's the one where you reuse a previous transaction, right? I'm pretty sure that only needs a single account.
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Clay
5 months ago
I think the answer is D - performing a surprise audit. That's a great way to catch any fraudulent activities that employees might be trying to hide. The other options seem more like preventative controls rather than detective ones.
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Mona
5 months ago
Hmm, I'm not sure if I fully understand the difference between the scope options here. I'll have to re-read the question carefully and think it through step-by-step.
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